A number of recent accounts of our first-person knowledge of our attitudes give a central role to transparency - our capacity to answer the question of whether we have an attitude by answering the question of whether to have it. In this paper I raise a problem for such accounts, by showing that there are clear cases of first-person knowledge of attitudes which are not transparent.